CRS-Diff: Controllable Generative Remote Sensing Foundation Model

arXiv:2403.11614v1 Announce Type: new
Abstract: The emergence of diffusion models has revolutionized the field of image generation, providing new methods for creating high-quality, high-resolution images across various applications. However, the potential of these models for generating domain-specific images, particularly remote sensing (RS) images, remains largely untapped. RS images that are notable for their high resolution, extensive coverage, and rich information content, bring new challenges that general diffusion models may not adequately address. This paper proposes CRS-Diff, a pioneering diffusion modeling …

abstract applications arxiv cs.cv diff diffusion diffusion models domain emergence foundation foundation model generative however image image generation images quality sensing type